SlideShare a Scribd company logo
1 of 9
Biodiesel:
Biodiesel produced by transesterification of
triglycerides with alcohol, is the
newest form of energy that has attracted the attention
of many researchers due to
various advantages associated with its usages.
OPTIMIZATION OF BIODIESEL
PRODUCTION FROM SUNFLOWER OIL
USING RESPONSE SURFACE
METHODOLOGY
•Petroleum is a non-renewable energy
source, which means that the resources of this kind of fossil fuel
are finite and
would be run out upon continuous use.
•Biodiesel is defined as a fuel comprised of mono-alkyl esters of
long chain fatty acids derived from vegetable oils or animal fats
•Biodiesel is a
plant derived product, and it contains oxygen in its molecule,
making it a cleaner
burning fuel than petrol and Diesel
•Vegetable oil is one of the renewable fuels which have become more
attractive recently because of its environmental benefits and the fact
that it is
made from renewable resources
Materials
Potassium
hydroxide
Equipments
•EUROSTAR power control-visc
P7 overhead stirrer
•The reactor employed was a LR 2000P
modularly expandable
laboratory reactor
• A mixer
with 8 to 290 rpm model EUROSTAR Power
control-Visc P7 Overhead stirrer for
mixing the medium of reaction was used.
Experiments and methods
•The most
common types of oils are sunflower oil.
•The batch reaction kinetic experiments
were employed to optimize various
parameters in the production of the methyl
esters.
•Two liter of sunflower oil
poured in the reactor and allowed to
equilibrate to the temperature of reaction
at
290 rpm.
•Variable quantities of catalyst were
dissolved in various
amount of methanol as described in each
test.
•the potassium methoxide was
added to the reactant and was
maintained for 2 hours for
completion of the reaction
After 2 hours the transesterification
reaction was completed and mixture
was withdrawn from the reactor and
poured in the funnel separator to
separates
biodiesel from glycerol.
Physical Properties
• It was seen that the flash point of biodiesel is 170 when that of petro-diesel is about 60.
•Kinematic viscosity of biodiesel
at 40, were higher than that of petro-diesel and is 3.6 cSt.
•Heating value of biodiesel was 39.58 MJ/Kg which is less than that of petro-diesel but only
9 percent
Response Surface Method
The method includes a full or fractional factorial design
with center points that are augmented with a group of star points. As the distance
from the center of the design space to a factorial point is defined as ±1 unit for
each factor, the distance from the center of the design space to a star point is ±α
with |α|>1. In this study, the central composite design was used to optimize
operating variables (temperature, catalyst concentration and oil to methanol ratio).
Results and Discussion
Fitting the model
Experimental yields were
analyzed to get a regression model. The predicted values of biodiesel yield were
calculated using the regression model and compared with the experimental values
Response surface analysis
Response surface has been applied successfully for optimization of biodiesel
production in fat and oil feedstocks, including mahua oil ,Jatropha oil ,
waste rapeseed oil and animal fat.
Optimization of extraction
condition
Under such
condition, the yield of biodiesel was predicted to be 97.54%. The experimental
work at this condition was performed due to maximum experimental yield. In this
work, highest yield of methyl ester at temperature of 48°C, catalyst concentration
of 0.679%wt, 290 rpm of stirrer, 2h and methanol to oil ratio of 6.825:1 is
obtained 98.181%.
Conclusion
•Response surface methodology was successfully applied for
transesterification of methanol.
•The ANOVA implied that molar ratio of alcohol to oil; reaction temperature and
concentration of catalyst have the great significant factor affecting the yield of
biodiesel.
•It was
predicted that the optimum reaction condition within the experimental range would
be the molar ratio of 6.825:1 and temperature of 48°C and concentration of KOH
equal to 0.679wt%. At the optimum condition we can reach to yield of 98.181%
•Finally, we can conclude
which biodiesel will be a suitable alternative for replacement of petro-diesel
without any modification in engine.

More Related Content

What's hot

Biodiesel from Waste oil
Biodiesel from Waste oilBiodiesel from Waste oil
Biodiesel from Waste oil
aremuaremu
 
Fast Antiradical Test for Monitoring Deep Fried Oils
Fast Antiradical Test for Monitoring Deep Fried OilsFast Antiradical Test for Monitoring Deep Fried Oils
Fast Antiradical Test for Monitoring Deep Fried Oils
Mohamed Hassanien
 
Oil refinery(degumming process)
Oil refinery(degumming process)Oil refinery(degumming process)
Oil refinery(degumming process)
Izyan Hanis
 

What's hot (20)

Biodiesel from Waste oil
Biodiesel from Waste oilBiodiesel from Waste oil
Biodiesel from Waste oil
 
Biodiesel from waste cooking oil
Biodiesel from waste cooking oilBiodiesel from waste cooking oil
Biodiesel from waste cooking oil
 
PRODUCTION OF 60, 000 MTPA OF OLEOCHEMICAL METHYL ESTER FROM RBD PALM KERNEL ...
PRODUCTION OF 60, 000 MTPA OF OLEOCHEMICAL METHYL ESTER FROM RBD PALM KERNEL ...PRODUCTION OF 60, 000 MTPA OF OLEOCHEMICAL METHYL ESTER FROM RBD PALM KERNEL ...
PRODUCTION OF 60, 000 MTPA OF OLEOCHEMICAL METHYL ESTER FROM RBD PALM KERNEL ...
 
Presentación estefanyrosalesinglestécnico
Presentación estefanyrosalesinglestécnicoPresentación estefanyrosalesinglestécnico
Presentación estefanyrosalesinglestécnico
 
Biodiesel from Waste Chicken Fats by Base Tranesterification Using Microwave ...
Biodiesel from Waste Chicken Fats by Base Tranesterification Using Microwave ...Biodiesel from Waste Chicken Fats by Base Tranesterification Using Microwave ...
Biodiesel from Waste Chicken Fats by Base Tranesterification Using Microwave ...
 
laboratory preparation of biodiesel
laboratory  preparation of biodiesellaboratory  preparation of biodiesel
laboratory preparation of biodiesel
 
Biodiesel from Waste Cooking Oil
Biodiesel from Waste Cooking OilBiodiesel from Waste Cooking Oil
Biodiesel from Waste Cooking Oil
 
Biodiesel production
Biodiesel productionBiodiesel production
Biodiesel production
 
Interesterification
Interesterification Interesterification
Interesterification
 
Biodiesel
Biodiesel Biodiesel
Biodiesel
 
Biodiesel Production for On-Farm Use: A curriculum for agricultural producers
Biodiesel Production for On-Farm Use: A curriculum for agricultural producersBiodiesel Production for On-Farm Use: A curriculum for agricultural producers
Biodiesel Production for On-Farm Use: A curriculum for agricultural producers
 
Biodiesel
BiodieselBiodiesel
Biodiesel
 
Intereseterification of oils
Intereseterification of oilsIntereseterification of oils
Intereseterification of oils
 
Understanding Biodiesel Chemistry
Understanding Biodiesel Chemistry Understanding Biodiesel Chemistry
Understanding Biodiesel Chemistry
 
Fast Antiradical Test for Monitoring Deep Fried Oils
Fast Antiradical Test for Monitoring Deep Fried OilsFast Antiradical Test for Monitoring Deep Fried Oils
Fast Antiradical Test for Monitoring Deep Fried Oils
 
Biodiesel production from waste cooking oil by using an ultrasonic tabular re...
Biodiesel production from waste cooking oil by using an ultrasonic tabular re...Biodiesel production from waste cooking oil by using an ultrasonic tabular re...
Biodiesel production from waste cooking oil by using an ultrasonic tabular re...
 
Refining of fats and oils
Refining of fats and oilsRefining of fats and oils
Refining of fats and oils
 
Fa34936941
Fa34936941Fa34936941
Fa34936941
 
Hydrogenation of Oils
Hydrogenation of OilsHydrogenation of Oils
Hydrogenation of Oils
 
Oil refinery(degumming process)
Oil refinery(degumming process)Oil refinery(degumming process)
Oil refinery(degumming process)
 

Viewers also liked

Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
ijsrd.com
 
Diesel engine air swirl mesurements using avl test rig
Diesel engine air swirl mesurements using avl test rigDiesel engine air swirl mesurements using avl test rig
Diesel engine air swirl mesurements using avl test rig
iaemedu
 
FUEL INJECTION AND SPRAY FORMATION
FUEL INJECTION AND SPRAY FORMATIONFUEL INJECTION AND SPRAY FORMATION
FUEL INJECTION AND SPRAY FORMATION
Ahmed Hamza
 
PERFORMANCE AND EMISSION CHARACTERISTICS OF A THERMAL BARRIER COATED FOUR ST...
PERFORMANCE AND EMISSION CHARACTERISTICS OF  A THERMAL BARRIER COATED FOUR ST...PERFORMANCE AND EMISSION CHARACTERISTICS OF  A THERMAL BARRIER COATED FOUR ST...
PERFORMANCE AND EMISSION CHARACTERISTICS OF A THERMAL BARRIER COATED FOUR ST...
Varthamanan prabachandran
 

Viewers also liked (14)

Experimental Study of Biodiesel Combustion Characteristics
Experimental Study of Biodiesel Combustion Characteristics Experimental Study of Biodiesel Combustion Characteristics
Experimental Study of Biodiesel Combustion Characteristics
 
Biodiesel
BiodieselBiodiesel
Biodiesel
 
Performance and Emission Characteristics of Zirconia Coating on I.C Engine Us...
Performance and Emission Characteristics of Zirconia Coating on I.C Engine Us...Performance and Emission Characteristics of Zirconia Coating on I.C Engine Us...
Performance and Emission Characteristics of Zirconia Coating on I.C Engine Us...
 
EFFECT OF INJECTION PRESSURE ON PERFORMANCE PARAMETERS AND COMBUSTION CHARA...
  EFFECT OF INJECTION PRESSURE ON PERFORMANCE PARAMETERS AND COMBUSTION CHARA...  EFFECT OF INJECTION PRESSURE ON PERFORMANCE PARAMETERS AND COMBUSTION CHARA...
EFFECT OF INJECTION PRESSURE ON PERFORMANCE PARAMETERS AND COMBUSTION CHARA...
 
EFFECT OF INJECTION PRESSURE ON THE EMISSION CHARACTERISTICS OF A DIESEL ENGI...
EFFECT OF INJECTION PRESSURE ON THE EMISSION CHARACTERISTICS OF A DIESEL ENGI...EFFECT OF INJECTION PRESSURE ON THE EMISSION CHARACTERISTICS OF A DIESEL ENGI...
EFFECT OF INJECTION PRESSURE ON THE EMISSION CHARACTERISTICS OF A DIESEL ENGI...
 
Effect of injection pressure on performance and emission analysis of ci engin...
Effect of injection pressure on performance and emission analysis of ci engin...Effect of injection pressure on performance and emission analysis of ci engin...
Effect of injection pressure on performance and emission analysis of ci engin...
 
Performance and emission analysis on oxygen enriched variable Oxygen Enriched...
Performance and emission analysis on oxygen enriched variable Oxygen Enriched...Performance and emission analysis on oxygen enriched variable Oxygen Enriched...
Performance and emission analysis on oxygen enriched variable Oxygen Enriched...
 
Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
Performance, Emission and Combustion Characteristics of Multicylinder Diesel ...
 
Diesel engine air swirl mesurements using avl test rig
Diesel engine air swirl mesurements using avl test rigDiesel engine air swirl mesurements using avl test rig
Diesel engine air swirl mesurements using avl test rig
 
FUEL INJECTION AND SPRAY FORMATION
FUEL INJECTION AND SPRAY FORMATIONFUEL INJECTION AND SPRAY FORMATION
FUEL INJECTION AND SPRAY FORMATION
 
PERFORMANCE AND EMISSION CHARACTERISTICS OF A THERMAL BARRIER COATED FOUR ST...
PERFORMANCE AND EMISSION CHARACTERISTICS OF  A THERMAL BARRIER COATED FOUR ST...PERFORMANCE AND EMISSION CHARACTERISTICS OF  A THERMAL BARRIER COATED FOUR ST...
PERFORMANCE AND EMISSION CHARACTERISTICS OF A THERMAL BARRIER COATED FOUR ST...
 
Fuel injection system in c.i engines
Fuel injection system in c.i enginesFuel injection system in c.i engines
Fuel injection system in c.i engines
 
Effect of Injection Pressure on Ignition Delay and Combustion Duration of Di...
Effect of Injection Pressure on Ignition Delay and Combustion  Duration of Di...Effect of Injection Pressure on Ignition Delay and Combustion  Duration of Di...
Effect of Injection Pressure on Ignition Delay and Combustion Duration of Di...
 
Electronic Fuel Injection System
Electronic Fuel Injection SystemElectronic Fuel Injection System
Electronic Fuel Injection System
 

Similar to Ingles tecnico

Ingles IUP Santiago Mariño
Ingles IUP Santiago MariñoIngles IUP Santiago Mariño
Ingles IUP Santiago Mariño
wenser
 
Biodiesel production from palm oil in minichannel reactor
Biodiesel production from palm oil in minichannel reactorBiodiesel production from palm oil in minichannel reactor
Biodiesel production from palm oil in minichannel reactor
Ravi Prakash
 
Optimization of Biodiesel
Optimization of BiodieselOptimization of Biodiesel
Optimization of Biodiesel
danieljvv
 
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
IJAEMSJORNAL
 

Similar to Ingles tecnico (20)

Trabajo jesus hernandes
Trabajo jesus hernandesTrabajo jesus hernandes
Trabajo jesus hernandes
 
Presentacion ingles tecnico (saia)
Presentacion ingles tecnico (saia)Presentacion ingles tecnico (saia)
Presentacion ingles tecnico (saia)
 
Optimization of biodiesel production
Optimization of biodiesel productionOptimization of biodiesel production
Optimization of biodiesel production
 
Biodiesel english
Biodiesel englishBiodiesel english
Biodiesel english
 
Ingles IUP Santiago Mariño
Ingles IUP Santiago MariñoIngles IUP Santiago Mariño
Ingles IUP Santiago Mariño
 
Presentacion de ingles
Presentacion de inglesPresentacion de ingles
Presentacion de ingles
 
Technical English
Technical EnglishTechnical English
Technical English
 
Ingles tecnico
Ingles tecnicoIngles tecnico
Ingles tecnico
 
Optimization of Biodiesel Production... Jeason bello
Optimization of Biodiesel Production... Jeason belloOptimization of Biodiesel Production... Jeason bello
Optimization of Biodiesel Production... Jeason bello
 
Biodiesel production from palm oil in minichannel reactor
Biodiesel production from palm oil in minichannel reactorBiodiesel production from palm oil in minichannel reactor
Biodiesel production from palm oil in minichannel reactor
 
Optimization of Biodiesel
Optimization of BiodieselOptimization of Biodiesel
Optimization of Biodiesel
 
Bioenergy Technologies_Chapter 2-Biofuels.pptx
Bioenergy Technologies_Chapter 2-Biofuels.pptxBioenergy Technologies_Chapter 2-Biofuels.pptx
Bioenergy Technologies_Chapter 2-Biofuels.pptx
 
Biodiesel
BiodieselBiodiesel
Biodiesel
 
Electiva corteii
Electiva corteiiElectiva corteii
Electiva corteii
 
Jefran Rodriguez
Jefran RodriguezJefran Rodriguez
Jefran Rodriguez
 
Biodiesel production
Biodiesel productionBiodiesel production
Biodiesel production
 
UTILIZATION OF WASTE MATERIAL AS FEEDSTOCK AND CATALYST.pptx
UTILIZATION OF WASTE MATERIAL AS FEEDSTOCK AND CATALYST.pptxUTILIZATION OF WASTE MATERIAL AS FEEDSTOCK AND CATALYST.pptx
UTILIZATION OF WASTE MATERIAL AS FEEDSTOCK AND CATALYST.pptx
 
Optimization of biodiesel
Optimization of biodieselOptimization of biodiesel
Optimization of biodiesel
 
F026032036
F026032036F026032036
F026032036
 
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
Statistical Modeling and Optimization of Biodiesel Production from Azadiracht...
 

Recently uploaded

The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Recently uploaded (20)

Wellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptxWellbeing inclusion and digital dystopias.pptx
Wellbeing inclusion and digital dystopias.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Google Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptxGoogle Gemini An AI Revolution in Education.pptx
Google Gemini An AI Revolution in Education.pptx
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...Kodo Millet  PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
Kodo Millet PPT made by Ghanshyam bairwa college of Agriculture kumher bhara...
 
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptxCOMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
COMMUNICATING NEGATIVE NEWS - APPROACHES .pptx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Single or Multiple melodic lines structure
Single or Multiple melodic lines structureSingle or Multiple melodic lines structure
Single or Multiple melodic lines structure
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptxHMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
HMCS Vancouver Pre-Deployment Brief - May 2024 (Web Version).pptx
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Fostering Friendships - Enhancing Social Bonds in the Classroom
Fostering Friendships - Enhancing Social Bonds  in the ClassroomFostering Friendships - Enhancing Social Bonds  in the Classroom
Fostering Friendships - Enhancing Social Bonds in the Classroom
 
How to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptxHow to setup Pycharm environment for Odoo 17.pptx
How to setup Pycharm environment for Odoo 17.pptx
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 

Ingles tecnico

  • 1.
  • 2. Biodiesel: Biodiesel produced by transesterification of triglycerides with alcohol, is the newest form of energy that has attracted the attention of many researchers due to various advantages associated with its usages. OPTIMIZATION OF BIODIESEL PRODUCTION FROM SUNFLOWER OIL USING RESPONSE SURFACE METHODOLOGY •Petroleum is a non-renewable energy source, which means that the resources of this kind of fossil fuel are finite and would be run out upon continuous use. •Biodiesel is defined as a fuel comprised of mono-alkyl esters of long chain fatty acids derived from vegetable oils or animal fats •Biodiesel is a plant derived product, and it contains oxygen in its molecule, making it a cleaner burning fuel than petrol and Diesel •Vegetable oil is one of the renewable fuels which have become more attractive recently because of its environmental benefits and the fact that it is made from renewable resources
  • 4. Equipments •EUROSTAR power control-visc P7 overhead stirrer •The reactor employed was a LR 2000P modularly expandable laboratory reactor • A mixer with 8 to 290 rpm model EUROSTAR Power control-Visc P7 Overhead stirrer for mixing the medium of reaction was used.
  • 5. Experiments and methods •The most common types of oils are sunflower oil. •The batch reaction kinetic experiments were employed to optimize various parameters in the production of the methyl esters. •Two liter of sunflower oil poured in the reactor and allowed to equilibrate to the temperature of reaction at 290 rpm. •Variable quantities of catalyst were dissolved in various amount of methanol as described in each test. •the potassium methoxide was added to the reactant and was maintained for 2 hours for completion of the reaction After 2 hours the transesterification reaction was completed and mixture was withdrawn from the reactor and poured in the funnel separator to separates biodiesel from glycerol.
  • 6. Physical Properties • It was seen that the flash point of biodiesel is 170 when that of petro-diesel is about 60. •Kinematic viscosity of biodiesel at 40, were higher than that of petro-diesel and is 3.6 cSt. •Heating value of biodiesel was 39.58 MJ/Kg which is less than that of petro-diesel but only 9 percent Response Surface Method The method includes a full or fractional factorial design with center points that are augmented with a group of star points. As the distance from the center of the design space to a factorial point is defined as ±1 unit for each factor, the distance from the center of the design space to a star point is ±α with |α|>1. In this study, the central composite design was used to optimize operating variables (temperature, catalyst concentration and oil to methanol ratio).
  • 7. Results and Discussion Fitting the model Experimental yields were analyzed to get a regression model. The predicted values of biodiesel yield were calculated using the regression model and compared with the experimental values Response surface analysis Response surface has been applied successfully for optimization of biodiesel production in fat and oil feedstocks, including mahua oil ,Jatropha oil , waste rapeseed oil and animal fat.
  • 8. Optimization of extraction condition Under such condition, the yield of biodiesel was predicted to be 97.54%. The experimental work at this condition was performed due to maximum experimental yield. In this work, highest yield of methyl ester at temperature of 48°C, catalyst concentration of 0.679%wt, 290 rpm of stirrer, 2h and methanol to oil ratio of 6.825:1 is obtained 98.181%. Conclusion •Response surface methodology was successfully applied for transesterification of methanol. •The ANOVA implied that molar ratio of alcohol to oil; reaction temperature and concentration of catalyst have the great significant factor affecting the yield of biodiesel.
  • 9. •It was predicted that the optimum reaction condition within the experimental range would be the molar ratio of 6.825:1 and temperature of 48°C and concentration of KOH equal to 0.679wt%. At the optimum condition we can reach to yield of 98.181% •Finally, we can conclude which biodiesel will be a suitable alternative for replacement of petro-diesel without any modification in engine.